metadata

title: oxygen_level_intensity_mapper
app_file: app.py
sdk: gradio
sdk_version: 4.36.1

Oxygen Level Heatmap Generator

This Python script processes an image to generate a heatmap representing oxygen levels based on the intensity of the image. The image is divided into a 32x32 grid, and the intensity of each grid cell is calculated, normalized, and mapped to oxygen levels using a provided mapping table.

Features

Divide an image into a 32x32 grid.
Calculate the intensity of each grid cell.
Normalize the intensity values.
Map the normalized intensities to oxygen levels based on a provided table.
Generate and save a heatmap showing the oxygen levels.

Requirements

Python 3.x
NumPy
Pillow
Matplotlib
SciPy

Installation

You can install the required Python libraries using pip:

pip install -r requirements.txt

Usage

Prepare the image: Place your image file in the Raw_Images directory or any directory of your choice.
Run the script: Update the image_path variable in the script to point to your image file and run the script.
Output: The generated heatmap will be saved in the Heatmap_Images directory with the filename {image_name}_heatmap.jpg.

Run Script

To run the script you can just run following command in terminal;

python main.py

Make sure the current working directory shall be the Folder named 'Oxygen-Level-Intensity-Mapper/'